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    Design and Implementation of a Distributed Planning System Prototype

    , M.Sc. Thesis Sharif University of Technology Khademi Khaledi, Hossein (Author) ; Ghassem-Sani, Gholamreza (Supervisor)
    Abstract
    Planning is one of the most important branches of artificial intelligence. The goal of planning is automated production of sequence of actions (plans) for some specified tasks. However the computation done by planners is very time consuming and complicated. Distributing computation is one solution to overcome such difficulties. Distribution divides the load of process between a number of agents and increases robustness. The purpose of this project is to reduce the computational overhead of planning by the means of distributing the planning process between a numbers of planners. In the proposed method, we first divide a classical planning problem to two separate subproblems by decomposition... 

    Optimizing decentralized production–distribution planning problem in a multi-period supply chain network under uncertainty

    , Article Journal of Industrial Engineering International ; 2017 , Pages 1-16 ; 17355702 (ISSN) Nourifar, R ; Mahdavi, I ; Mahdavi Amiri, N ; Paydar, M. M ; Sharif University of Technology
    Abstract
    Decentralized supply chain management is found to be significantly relevant in today’s competitive markets. Production and distribution planning is posed as an important optimization problem in supply chain networks. Here, we propose a multi-period decentralized supply chain network model with uncertainty. The imprecision related to uncertain parameters like demand and price of the final product is appropriated with stochastic and fuzzy numbers. We provide mathematical formulation of the problem as a bi-level mixed integer linear programming model. Due to problem’s convolution, a structure to solve is developed that incorporates a novel heuristic algorithm based on Kth-best algorithm, fuzzy... 

    Optimizing decentralized production–distribution planning problem in a multi-period supply chain network under uncertainty

    , Article Journal of Industrial Engineering International ; Volume 14, Issue 2 , 2018 , Pages 367-382 ; 17355702 (ISSN) Nourifar, R ; Mahdavi, I ; Mahdavi Amiri, N ; Paydar, M. M ; Sharif University of Technology
    SpringerOpen  2018
    Abstract
    Decentralized supply chain management is found to be significantly relevant in today’s competitive markets. Production and distribution planning is posed as an important optimization problem in supply chain networks. Here, we propose a multi-period decentralized supply chain network model with uncertainty. The imprecision related to uncertain parameters like demand and price of the final product is appropriated with stochastic and fuzzy numbers. We provide mathematical formulation of the problem as a bi-level mixed integer linear programming model. Due to problem’s convolution, a structure to solve is developed that incorporates a novel heuristic algorithm based on Kth-best algorithm, fuzzy... 

    Robust optimization approach for an aggregate production–distribution planning in a three-level supply chain

    , Article International Journal of Advanced Manufacturing Technology ; Vol. 76, issue. 1-4 , 2014 , p. 623-634 Niknamfar, A. H ; Niaki, S. T. A ; Pasandideh, S. H. R ; Sharif University of Technology
    Abstract
    An aggregate production–distribution (P-D) planning generates an aggregate plan for regular time, overtime, outsourcing, hiring, and firing that takes into account distributing, inventory holding, backordering, and machine capacity for a definite planning horizon. A large number of P-D problems require decisions to be made in the presence of uncertainty. Previous research on this topic mainly utilized either stochastic programming or fuzzy programming to cope with the uncertainty. This may lead into huge challenges for supply chain managers that use non-robust P-D planning in uncertain environments. Moreover, there has been little discussion about robust optimization approach in aggregate... 

    Electric Power Distribution Planning using Multi-Criteria Decision-Making Techniques and Stochastic Programming

    , M.Sc. Thesis Sharif University of Technology Babaie Sarijaloo, Farnaz (Author) ; Kianfar, Farhad (Supervisor)
    Abstract
    One of the most important issues in every country is electric power planning in all aspects like production and distribution. Electric power distribution planning is a way to control and optimize the usage of energy. According to shortage of resources and high value of them, it is important to have a plan in the amount of energy sending from supplier to consumer. Based on the nature of the problem that decision makers face different criteria from internal and external environment, using multi-criteria decision making methods is an appropriate way. By finding parameters, constraints and capacity of the system, we can choose the best method.On the other hand, in real world most of the... 

    Reliability evaluation in power distribution system planning studies

    , Article 2016 International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2016 - Proceedings, 16 October 2016 through 20 October 2016 ; 2016 ; 9781509019700 (ISBN) Heidari, S ; Fotuhi Firuzabad, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    In distribution system planning studies, reliability evaluation is performed during optimization procedure to calculate the interruption cost, DISCO's income and to check the viability of constraints related to reliability indices. In each iteration of the optimization algorithm a special plan is evaluated that is different from other plans. So the configuration and specification of the network which is one of the input information for reliability evaluation is changing continuously that makes difficulties for this evaluation. To solve these difficulties, this paper presents a systematic method for reliability evaluation in distribution planning studies. The proposed approach can be... 

    Design of a Bi-objective Integrated Production-distribution Network with Stochastic Demand

    , M.Sc. Thesis Sharif University of Technology Derakhshi, Mohammad (Author) ; Akhavan Niaki, Taghi (Supervisor)
    Abstract
    Supply chain has gained great interest from researchers in recent years. In this regard, proposing efficient and practical models that reflect different supply chain aspects is challenging. This research deals with an integrated production-distribution supply chain model which incorporates few parties along with some processes to obtain raw materials from raw material suppliers and to convert them to semi and final products and then distribute them indirectly using warehouses to end users. To tackle the problem, we propose a mixed integer linear programming model. Due to the combinatorial nature of the problem, a metaheuristic algorithm is designed to solve industrial size problems.... 

    Optimal placement of fast charging station in a typical microgrid in Iran

    , Article International Conference on the European Energy Market, EEM ; 2013 ; 21654077 (ISSN); 9781479920082 (ISBN) Rastegarfar, N ; Kashanizadeh, B ; Vakilian, M ; Barband, S. A ; Sharif University of Technology
    2013
    Abstract
    In this work a microgrid is established within the geographical perspective of interest. The characteristics of the grid and its urban are employed to determine the candidate points for establishment of EV charging stations. The investment costs and operation costs are calculated for each station realizing the required constraints. This process resulted in optimum selection of EV stations. The optimization is achieved based on two different types of preliminary assumptions. In the first one, it is assumed to have only one station, while in the second one possibility of having multi-stations is considered. Using the total investment and operation costs as the objective function of... 

    System Dynamics Modeling of Supply Chain And Scrutiny of Bullwhip Effect in Supply Chain and the Case Study of a Home Appliance Manufacturing Company

    , M.Sc. Thesis Sharif University of Technology Salehi, Omid (Author) ; Haji, Alireza (Supervisor)
    Abstract
    Today, many organizations and companies are confronted with enormous competition and uncertainty as a result of factors such as political issues, demand fluctuations, technological change, and financial instability As well as increasing business competitiveness, organizations focus on their core activities and lead to the use of outsourcing strategies, These factors are the cause of the formation of the supply chain And the lack of planning and identifying the factors that cause instability in the supply chain leads to its inaccurate performance. World-class organizations today have found that unintegrated production and distribution processes and poor communication with suppliers and... 

    Developing a Continuous Location Routing Model and Providing a Hybrid Algorithm Based on Automatic Clustering

    , M.Sc. Thesis Sharif University of Technology Sarabi, Ali (Author) ; Najafi, Mehdi (Supervisor)
    Abstract
    Generally, the costs of logistics and distribution are included in the significant share of the product price. Hence, choosing appropriate decisions and reducing these costs can have an important effect in reducing the price of products and services, increasing the competitiveness of enterprises. One of the most important measures, in order to achieve this goal, is to integrate location of distribution centers and the routing paths of goods. That how these decisions are made in the networks and discrete problems seriously has been taken into consideration but in continuous areas due to the complexity has not been studied a lot by scholars. In this study, we try to develop a model for... 

    Resilience-oriented distribution network optimal planning to improve the continuity of power supply

    , Article International Journal of Ambient Energy ; 2018 , Pages 1-9 ; 01430750 (ISSN) Ghaffarpour, R ; Jannati Oskuee, M. R ; Ranjbar, A. M ; Sharif University of Technology
    Taylor and Francis Ltd  2018
    Abstract
    A widely dispersed asset, electric grid has enormous impacts on people’s lives. Recently occurred various high-impact low-probability (HILP) threats have raised the concerns about the classical reliability-oriented view. Therefore, withstanding unexpected and less frequent severe situations still remain a significant challenge. As a critical infrastructure (CI), power systems are more and more expected to be resilient to HILPs. So, utilities put their endeavours to harden enough their networks against HILPs. In this regard, there is a great need to a methodology able to optimise the hardening programme investments. This scheme could potentially save a large amount of money, as well as...